Medical Image Retrieval Using Empirical Mode Decomposition with Deep Convolutional Neural Network

Table 3

Comparison of classification performance of the proposed framework with other deep models and state-of-the-art on IRMA images.

Methods	IRMA error	AP	AR	F1 measure
VGG16 [18]	115.08	0.56	0.56	0.53
ResNet50 [19]	80.80	0.65	0.64	0.63
AttentionResNet56 [27]	76.83	0.65	0.66	0.64
AttentionResNet56+center loss [52]	73.85	0.68	0.66	0.66
Proposed method	68.48	0.67	0.67	0.66